Genpark Agent Vector Db Metadata Filter Skill

FreeNot checked

Dynamic attribute pre-filtering for vector search

by alphaparkinc

GitHub Embed

About

Dynamic attribute pre-filtering for vector search

README

genpark-agent-vector-db-metadata-filter-skill

GenPark AI Agent Skill -- Dynamic attribute pre-filtering for vector search

Quick Start

python example_usage.py

📊 Agentic Architecture Flowchart

graph LR
  User([User / AI Agent]) -->|JSON Request| Skill[GenPark AI Skill]
  Skill -->|Execution Logic| CoreEngine[Core Analytics & Processing]
  CoreEngine -->|Structured Output| User

🔌 MCP (Model Context Protocol) Integration

Run natively as an MCP server for Cursor, Claude Desktop & LLM frameworks:

python mcp_server.py

from github.com/alphaparkinc/genpark-agent-vector-db-metadata-filter-skill

Installing Genpark Agent Vector Db Metadata Filter Skill

This server has no published package — it is built from source. Open the repository and follow its README.

▸ github.com/alphaparkinc/genpark-agent-vector-db-metadata-filter-skill

FAQ

Is Genpark Agent Vector Db Metadata Filter Skill MCP free?

Yes, Genpark Agent Vector Db Metadata Filter Skill MCP is free — one-click install via Unyly at no cost.

Does Genpark Agent Vector Db Metadata Filter Skill need an API key?

No, Genpark Agent Vector Db Metadata Filter Skill runs without API keys or environment variables.

Is Genpark Agent Vector Db Metadata Filter Skill hosted or self-hosted?

Self-hosted: the server runs locally on your machine via the install command above.

How do I install Genpark Agent Vector Db Metadata Filter Skill in Claude Desktop, Claude Code or Cursor?

Open Genpark Agent Vector Db Metadata Filter Skill on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

Related MCPs

Fetch

Web content fetching and conversion for efficient LLM usage.

by Community

AWS KB Retrieval

Retrieval from AWS Knowledge Base using Bedrock Agent Runtime.

by modelcontextprotocol

Spring AI MCP Server

Provides auto-configuration for setting up an MCP server in Spring Boot applications.

by Community

llm-analysis-assistant

A very streamlined mcp client that supports calling and monitoring stdio/sse/streamableHttp, and can also view request responses through the /logs page. It also